Automated detection of altered mental status in emergency department clinical notes: a deep learning approach

BACKGROUND: Machine learning has been used extensively in clinical text classification tasks. Deep learning approaches using word embeddings have been recently gaining momentum in biomedical applications. In an effort to automate the identification of altered mental status (AMS) in emergency departm...

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Detalles Bibliográficos
Autores principales: Obeid, Jihad S., Weeda, Erin R., Matuskowitz, Andrew J., Gagnon, Kevin, Crawford, Tami, Carr, Christine M., Frey, Lewis J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6701023/
https://www.ncbi.nlm.nih.gov/pubmed/31426779
http://dx.doi.org/10.1186/s12911-019-0894-9

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